This study proposes a multilevel and integrative analysis of the association between autism spectrum characteristics and bipolar disorder symptoms within inclusive educational contexts, recognizing the growing complexity of learner diversity in contemporary classrooms (UNESCO, 2023; Ainscow, 2020). The research examines how neurodevelopmental traits and mood-related symptomatology intersect and influence educational experiences, drawing upon a biopsychosocial and educational framework that situates these conditions across individual, classroom, and institutional levels (American Psychiatric Association, 2013; Bronfenbrenner, 1979). Adopting a mixed-method orientation, the study integrates quantitative assessment of symptom patterns with qualitative insights into classroom practices and teacher experiences (Creswell, 2014; Johnson Birmaher et al., 2009). These overlapping features can create challenges in identification, differentiation, and appropriate educational response within inclusive settings (Matson Florian Das et al., 2021). By integrating psychological and educational perspectives, the study contributes to a nuanced understanding of co-occurring or overlapping symptom profiles and their implications for inclusive pedagogy. It emphasizes the need for context-sensitive assessment, interdisciplinary collaboration, and adaptive teaching strategies to support diverse learners effectively (UNESCO, 2023; Florian, 2014). Ultimately, the study advances an integrative framework for understanding the multidimensional relationship between autism spectrum characteristics and bipolar disorder symptoms in education, with significant implications for teacher training, policy development, and inclusive classroom practice (Ainscow, 2020; Sharma & Deppeler, 2019).
Chakraborty et al. (2026) studied this question.